• Computer Science
  • Published in AAAI 2016

Instructable Intelligent Personal Agent

@inproceedings{Azaria2016InstructableIP,
  title={Instructable Intelligent Personal Agent},
  author={Amos Azaria and Jayant Krishnamurthy and Tom M. Mitchell},
  booktitle={AAAI},
  year={2016}
}
Unlike traditional machine learning methods, humans often learn from natural language instruction. [...] Key Method LIA uses a CCG semantic parser to ground the semantics of each command in terms of primitive executable procedures defining sensors and effectors of the agent. Given a natural language command that LIA does not understand, it prompts the user to explain how to achieve the command through a sequence of steps, also specified in natural language. A novel lexicon induction algorithm enables LIA to…Expand Abstract

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